In simple English
FinRobot is a set of AI tools that writes stock research reports and runs financial calculations. You feed it a company ticker symbol, and it pulls data, runs math formulas, and drafts an investment report. The system keeps numbers separate from text so the math stays correct. It costs you API fees for large language models and financial data providers. You need some technical skill to run it on your own computer.
What it is
FinRobot is an open-source framework of AI agents that performs equity research, DCF valuations, and comparative analysis using large language models. It separates deterministic Python math functions from language model explanations to ensure financial calculations are reliable.
What it is good for
Solo builders and quantitative researchers who want to automate stock research, generate multi-chapter company reports, or test financial workflows without building an agent system from scratch.
- Separates pure-Python financial calculations from language model text generation.
- Includes pre-built pipelines for DCF valuation, comparative company analysis, and investment committee memos.
- Provides a native desktop app and a local web interface alongside command-line tools.
- Requires paid API keys for financial data providers like Financial Modeling Prep or Finnhub.
- Demands a capable machine with Python and Node.js toolchains to run the desktop or web versions from source.
- Produces complex outputs that still require human review before any financial decisions.
manual stock research, spreadsheet modeling, and writing equity reports by hand
FastAPI, PydanticAI, React, Tauri
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cd finrobot_desktop uv sync ./dev.sh